##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 266996  28.522%  (99.703% of non-spam corpus)
# Correctly spam:     623093  66.563%  (93.234% of spam corpus)
# False positives:       796  0.085%  (0.297% of nonspam, 128885 weighted)
# False negatives:     45216  4.830%  (6.766% of spam,  96640 weighted)
# Average score for spam:  20.5    nonspam: -2.4
# Average for false-pos:   6.5  false-neg: 2.1
# TOTAL:              936101  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33363  99.64%
# Correctly spam:      77810  93.30%
# False positives:       119  0.36%
# False negatives:      5591  6.70%
# TCR(l=50): 7.226497  SpamRecall: 93.296%  SpamPrec: 99.847%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 266139  99.38%
# Correctly spam:     544953  81.54%
# False positives:      1653  0.62%
# False negatives:    123356  18.46%
# TCR(l=50): 3.244124  SpamRecall: 81.542%  SpamPrec: 99.698%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33290  99.43%
# Correctly spam:      68025  81.56%
# False positives:       192  0.57%
# False negatives:     15376  18.44%
# TCR(l=50): 3.339246  SpamRecall: 81.564%  SpamPrec: 99.719%